Python_Training_Tracker

Python Programming Language Fundamentals =========================================================================  1)Introduction of Python Programming  Python is a high level, interpreted language which has easy syntax and dynamic semantics.  Python is much easier than other programming languages and helps you create beautiful applications with less effort and much more ease.  2)History of  Python Language  Python laid its foundation in the late 1980s. The implementation of Python was started in December 1989 by Guido Van Rossum at CWI in Netherland. In February 1991, Guido Van Rossum published the code (labeled version 0.9.0) to alt.sources. In 1994, Python 1.0 was released with new features like lambda, map, filter, and reduce. Python 2.0 added new features such as list comprehensions, garbage collection systems. On December 3, 2008, Python 3.0 (also called "Py3K") was released. It was designed to rectify the fundamental flaw of the language. ABC progra...

 Machine Learning • Concept of Artificial Intelligence • Types of AI • Fields in which AI is used • Machine learning concept • Types of machine learning • Developmental phases of Machine Learning application • Loading data set • Cleaning dataset • Concept of Supervised machine learning • Concept of Unsupervised machine learning • Libraries used for machine learning • Introduction of PIP utility • Environment setup for Machine Learning • Introduction to Data Science • Types of data • Data set and its classification • Volume, Variety, and Velocity of data • Features of and labels from data set • Training dataset and Testing data set • Data encoding in dataset • Split activity to divide dataset • Pandas library installation • Data set manipulation using pandas library • Series , DataFrame and Panel in Pandas • Numpy installation • Numeric calculations using Numpy • Scipy installation • Anaconda installation • Features of Anaconda and its use in ML • Insta...

 • History and Standards of UNIX operating system   • Fundamental Concepts of Operating systems   • Tasks of Operating Systems  • Kernel Architecture of Operating system   • System Programming Concepts  • File Subsystems   • File I/O   • File I/O Buffering  • File Attributes   • Directories and Links   • Streams and FILE Objects   • Standard Input, Standard Output, and Standard Error Section  • Buffering  • Opening a Stream   • Reading and Writing a Stream   • Standard I/O Efficiency Section   • Binary I/O   • Formatted I/O   • Temporary Files   • Processes substystems  • Process Creation   • Process Termination   • Monitoring Child Processes   • Program Execution   • Process Creation and Program Execution in More Detail   • Process Credentials   • System ...